Eero Siivola

According to our database, Eero Siivola authored at least 7 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Data fusion system for monitoring water quality: Application to chlorophyll-a in Baltic sea coast.

Martin Gunia, Marko Laine, Olli Malve, Kari Y. Kallio, Mikko Kervinen, Saku Anttila, Niina Kotamäki, Eero Siivola, J. Kettunen, T. Kauranne

Environ. Model. Softw., 2022

2021

Preferential Batch Bayesian Optimization.

Eero Siivola, Akash Kumar Dhaka, Michael Riis Andersen, Javier González, Pablo Garcia Moreno, Aki Vehtari

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

2020

Good practices for Bayesian Optimization of high dimensional structured spaces.

Eero Siivola, Javier González, Andrei Paleyes, Aki Vehtari

CoRR, 2020

2019

Active Learning for Decision-Making from Imbalanced Observational Data.

Iiris Sundin, Peter Schulam, Eero Siivola, Aki Vehtari, Suchi Saria, Samuel Kaski

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Correcting boundary over-Exploration Deficiencies in Bayesian Optimization with Virtual derivative Sign observations.

Eero Siivola, Aki Vehtari, Jarno Vanhatalo, Javier González, Michael Riis Andersen

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Alarm Prediction in LTE Networks.

Simon Holmbacka, Jarno Niemelä, Henri Karikallio, Karri Sunila, Ilkka Raiskinen, Eero Siivola, Juho Piironen, Tuomas Sivula

Proceedings of the 25th International Conference on Telecommunications, 2018

2016

Requirement verification in simulation-based automation testing.

Eero Siivola, Seppo A. Sierla, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016